Evolution of cooperation among mobile agents

被引:40
|
作者
Chen, Zhuo [1 ]
Gao, Jianxi [1 ]
Cai, Yunze [1 ]
Xu, Xiaoming [2 ,3 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200030, Peoples R China
[2] Shanghai Univ Sci & Technol, Shanghai 201800, Peoples R China
[3] Shanghai Acad Syst Sci, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Cooperation; Flocks; Evolutionary games; Prisoner's dilemma; Snowdrift game; PRISONERS-DILEMMA GAME; SNOWDRIFT GAME; PHASE-TRANSITION; INDIVIDUALS; EMERGENCE; RULES; NOISE;
D O I
10.1016/j.physa.2011.01.004
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We study the effects of mobility on the evolution of cooperation among mobile players, which imitate collective motion of biological flocks and interact with neighbors within a prescribed radius R. Adopting the the prisoner's dilemma game and the snowdrift game as metaphors, we find that cooperation can be maintained and even enhanced for low velocities and small payoff parameters, when compared with the case that all agents do not move. But such enhancement of cooperation is largely determined by the value of R, and for modest values of R, there is an optimal value of velocity to induce the maximum cooperation level. Besides, we find that intermediate values of R or initial population densities are most favorable for cooperation, when the velocity is fixed. Depending on the payoff parameters, the system can reach an absorbing state of cooperation when the snowdrift game is played. Our findings may help understanding the relations between individual mobility and cooperative behavior in social systems. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:1615 / 1622
页数:8
相关论文
共 50 条
  • [1] Evolution of cooperation among mobile agents with heterogenous view radii
    Zhang, Jun
    Wang, Wei-Ye
    Du, Wen-Bo
    Cao, Xian-Bin
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2011, 390 (12) : 2251 - 2257
  • [2] Effects of Vision Field on Evolution of Cooperation among Mobile Agents
    Wang, Wei-Ye
    Zhou, Zhou
    Jiang, Xiao-Long
    FOUNDATIONS OF INTELLIGENT SYSTEMS (ISKE 2011), 2011, 122 : 219 - 228
  • [3] Cooperation among an intelligent environment and mobile agents by media agents
    Kurabayashi, D
    Matsuoka, T
    Yajima, A
    IROS 2003: PROCEEDINGS OF THE 2003 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-4, 2003, : 1739 - 1744
  • [4] Network flow of mobile agents enhances the evolution of cooperation
    Ichinose, G.
    Satotani, Y.
    Nagatani, T.
    EPL, 2018, 121 (02)
  • [5] THE EVOLUTION OF COOPERATION IN MOBILE ORGANISMS
    ENQUIST, M
    LEIMAR, O
    ANIMAL BEHAVIOUR, 1993, 45 (04) : 747 - 757
  • [6] The Impact of Environmental and Evolutionary Factors on the Emergence of Cooperation among Evolved Mobile Agents
    Gibbons, Maud D.
    Griffith, Josephine
    O'Riordan, Colm
    PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE (ICAART), VOL 2, 2019, : 69 - 79
  • [7] Evolution of co-operation among mobile agents with different influence
    Wang, Zhen
    Chen, Tianyi
    Wang, Xingpu
    Jin, Jiuwu
    Li, Mingchu
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2013, 392 (19) : 4655 - 4662
  • [8] Evolution of Cooperation in Network of Interacting Agents
    George, Jemin
    Swami, Ananthram
    2019 AMERICAN CONTROL CONFERENCE (ACC), 2019, : 3376 - 3381
  • [9] Cooperation of GIS and mobility - Architecture with mobile agents
    Leclercq, E
    Benslimane, D
    GEOMATICS AND RURAL SPACE, 2001, : 253 - 268
  • [10] Evolution of cooperation among fairness-seeking agents in spatial public goods game
    Zhang, Hong
    APPLIED MATHEMATICS AND COMPUTATION, 2025, 489